Global vision in lightness: A novel approach to lightweight image super-resolution using global feature distillation.

Hu Liang

Jianhua Dong Shengrong Zhao Wenyi Zhang Hu Liang Global vision in lightness: A novel approach to lightweight image super-resolution using global feature distillation. 2026 114917 194 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2026.114917 db/journals/asc/asc194.html#DongZZL26 streams/journals/asc

Wenyi Zhang Shengrong Zhao Jianhua Dong Hu Liang Contextual aggregation and frequency filtering-enhanced long-range modeling for high-fidelity inpainting. 2026 May 296 20 Signal Image Video Process. 5 https://doi.org/10.1007/s11760-026-05335-0 db/journals/sivp/sivp20.html#ZhangZDL26 streams/journals/sivp

Zhibo Zhao Hu Liang Yuchen Liu Shengrong Zhao Enhancing small satellite image resolution via shrinking rearranged mechanism and multiscale reparameterized attention. 110460 2025 149 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.110460 db/journals/eaai/eaai149.html#ZhaoLLZ25 streams/journals/eaai

Yuchen Liu Hu Liang Shengrong Zhao LMSFF: Lightweight multi-scale feature fusion network for image recognition under resource-constrained environments. 125584 2025 262 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.125584 db/journals/eswa/eswa262.html#LiuLZ25 streams/journals/eswa

Yingge Wang Hu Liang Changchun Wen Shengrong Zhao Ts-vit: feature-enhanced transformer via token selection for fine-grained image recognition. 127 2025 January 19 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-024-03693-1 db/journals/sivp/sivp19.html#WangLWZ25 streams/journals/sivp

Yingxian Zhang Yushui Geng Hu Liang Hai Zhong A Multimodal Medical Image Fusion Method Incorporating an Adaptive Attention Mechanism. 1640-1645 2025 CSCWD https://doi.org/10.1109/CSCWD64889.2025.11033559 conf/cscwd/2025 db/conf/cscwd/cscwd2025.html#ZhangGLZ25 Bing Liu Hu Liang Jiacheng Qu Yuchen Liu Shengrong Zhao WGMVSNet: An Efficient Dual-branch Self-supervised Multi-view Stereo Network for 3D Reconstruction. 355-367 2025 ICIC (6) https://doi.org/10.1007/978-981-96-9856-1_30 conf/icic/2025-6 db/conf/icic/icic2025-6.html#LiuLQLZ25 streams/conf/icic Xiaowei Liu Qingxiang Wang Xiumei Wei Hu Liang Hierarchical Attention-Driven Dynamic Graph Neural Networks for Accurate Supply Chain Demand Forecasting. 471-483 2025 ICIC (22) https://doi.org/10.1007/978-981-95-0009-3_40 conf/icic/2025-22 db/conf/icic/icic2025-22.html#LiuWWL25 streams/conf/icic Huijuan Hao Lijun Wen Hu Liang Qingyan Ding Jinqiang Bai Yongwei Tang Lei Xu Bearing Fault Diagnosis Method Based on Multi-scale Dynamic Adversarial Transfer Learning. SMC 2025 5048-5053 conf/smc/2025 https://doi.org/10.1109/SMC58881.2025.11343224 db/conf/smc/smc2025.html#HaoWLDBTX25 streams/conf/smc

Yuchen Liu Hu Liang Shengrong Zhao A lightweight visual mamba network for image recognition under resource-limited environments. 112294 2024 167 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2024.112294 db/journals/asc/asc167.html#LiuLZ24 streams/journals/asc

Hu Liang Jiahao Zhang Daisen Wei Jinbo Zhu Hybrid regularization inspired by total variation and deep denoiser prior for image restoration. 2024 4731-4739 10 Complex Intell. Syst. 4 https://doi.org/10.1007/s40747-024-01405-3 db/journals/comintsys/comintsys10.html#LiangZWZ24 streams/journals/comintsys

Chen Liang Hu Liang Yuchen Liu Shengrong Zhao Lightweight super-resolution via multi-group window self-attention and residual blueprint separable convolution. 276 2024 October 30 Multim. Syst. 5 https://doi.org/10.1007/s00530-024-01501-x db/journals/mms/mms30.html#LiangLLZ24 streams/journals/mms

Zexin Zhou Miao Yan Hu Liang Jie Yu Qidong Liu 0006 Yufeng Song Jianhua Ji Zhenhong Wang Ke Wang Novel Optical Modulator Photonic Device Based on TiN/Ti3C2 Heterojunction. 5190 2024 August 24 Sensors 16 https://doi.org/10.3390/s24165190 db/journals/sensors/sensors24.html#ZhouYLYLSJWW24 streams/journals/sensors

Tingshuai Li Hu Liang Changchun Wen Jiacheng Qu Shengrong Zhao Qingmeng Zhang DAR-MVSNet: a novel dual attention residual network for multi-view stereo. 5857-5866 2024 September 18 Signal Image Video Process. 8-9 https://doi.org/10.1007/s11760-024-03276-0 db/journals/sivp/sivp18.html#LiLWQZZ24 streams/journals/sivp

Wantong Du Wanli Min Yushui Geng Hu Liang Hehu Zhou Cross Modal Sentiment Classification of Social Media Based on Meta Heuristic Algorithm. 1838-1844 2024 CSCWD https://doi.org/10.1109/CSCWD61410.2024.10580619 conf/cscwd/2024 db/conf/cscwd/cscwd2024.html#DuMGLZ24 Jianhua Dong Shengrong Zhao Hu Liang Learning Fine-Grained Information Alignment for Calibrated Cross-Modal Retrieval. 8286-8290 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10448127 conf/icassp/2024 db/conf/icassp/icassp2024.html#DongZL24 Xue Lin Yushui Geng Jing Zhao Daquan Cheng Xuefeng Zhang Hu Liang Multi-modal medical image classification method combining graph convolution neural networks. 199-206 2023 CSCWD https://doi.org/10.1109/CSCWD57460.2023.10152595 conf/cscwd/2023 db/conf/cscwd/cscwd2023.html#LinGZCZL23 Xiaoyu Chen Yushui Geng Hu Liang Three-Dimensional Rotation Knowledge Representation Learning Based on Graph Context. 353-364 2023 ICONIP (8) https://doi.org/10.1007/978-981-99-8132-8_27 conf/iconip/2023-8 db/conf/iconip/iconip2023-8.html#ChenGL23 Yuchen Liu Hu Liang Ran Qiu Shengrong Zhao LDVNet: Lightweight and Detail-Aware Vision Network for Image Recognition Tasks in Resource-Constrained Environments. 2673-2681 2023 ICPADS https://doi.org/10.1109/ICPADS60453.2023.00354 conf/icpads/2023 db/conf/icpads/icpads2023.html#LiuLQZ23 Ran Qiu Hu Liang Yuchen Liu Shengrong Zhao GAF-GAN: Gated Attention Feature Fusion Image Inpainting Network Based on Generative Adversarial Network. 2682-2689 2023 ICPADS https://doi.org/10.1109/ICPADS60453.2023.00355 conf/icpads/2023 db/conf/icpads/icpads2023.html#QiuLLZ23 Ran Qiu Shengrong Zhao Hu Liang GA-Net: Gated Attention Mechanism Based Global Refinement Network for Image Inpainting. 2812-2813 2023 ICPADS https://doi.org/10.1109/ICPADS60453.2023.00390 conf/icpads/2023 db/conf/icpads/icpads2023.html#QiuZL23 Jiahao Zhang Shengrong Zhao Hu Liang Changchun Wen Chen Liang Image super resolution via multi-regularization combining hybrid Tikhonov-TV prior and deep denoiser prior. 829-835 2023 ICTAI https://doi.org/10.1109/ICTAI59109.2023.00126 conf/ictai/2023 db/conf/ictai/ictai2023.html#ZhangZLWL23 Changchun Wen Hu Liang Shengrong Zhao LCCN: A Lightweight Capture Context Network for Image Super-Resolution. 1-8 2023 IJCNN https://doi.org/10.1109/IJCNN54540.2023.10191057 conf/ijcnn/2023 db/conf/ijcnn/ijcnn2023.html#WenLZ23 Yuanze Zheng Hu Liang Shengrong Zhao LMBNet: Lightweight Multiple Branch Network for Recognition of HER2 Expression Levels. 197-206 2023 INNS DLIA@IJCNN https://doi.org/10.1016/j.procs.2023.08.157 conf/inns-dlia/2023 db/conf/inns-dlia/inns-dlia2023.html#ZhengLZ23 Jiacheng Qu Shengrong Zhao Hu Liang Qingmeng Zhang Tingshuai Li Bing Liu Cascade Cost Volume Multi-View Stereo Network with Transformer and Pseudo 3D. 2245-2250 2023 SMC https://doi.org/10.1109/SMC53992.2023.10393903 conf/smc/2023 db/conf/smc/smc2023.html#QuZLZLL23

Hu Liang Shengrong Zhao MLSR: Missing information-based fidelity and learned regularization for single-image super-resolution. 107674 2022 98 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2021.107674 db/journals/cee/cee98.html#LiangZ22

Chen Wei 0007 Kui Xu 0001 Zhexian Shen Xiaochen Xia Chunguo Li Wei Xie 0001 Dongmei Zhang 0004 Hu Liang Fingerprint-Based Localization and Channel Estimation Integration for Cell-Free Massive MIMO IoT Systems. 25237-25252 2022 9 IEEE Internet Things J. 24 https://doi.org/10.1109/JIOT.2022.3195899 db/journals/iotj/iotj9.html#Wei0SXL00L22

Hu Liang Shengrong Zhao Na Li Multi-fidelity and learning-regularization for single image super resolution. 4489-4512 2022 359 J. Frankl. Inst. 9 https://doi.org/10.1016/j.jfranklin.2022.03.037 db/journals/jfi/jfi359.html#LiangZL22

Yuanze Zheng Shengrong Zhao Hu Liang Na Li WPNet: Wide Pyramid Network for Recognition of HER2 Expression Levels in Breast Cancer Evaluation. 1-9 2022 IJCNN https://doi.org/10.1109/IJCNN55064.2022.9892226 conf/ijcnn/2022 db/conf/ijcnn/ijcnn2022.html#ZhengZLL22

Yingjiao Chen Hu Liang Research on the construction of rural complex in the context of rural revitalization based on FAHP. 4669-4678 2021 41 J. Intell. Fuzzy Syst. 3 https://doi.org/10.3233/JIFS-189727 db/journals/jifs/jifs41.html#ChenL21a

Hu Liang Na Li Shengrong Zhao Salt and Pepper Noise Removal Method Based on a Detail-Aware Filter. 515 2021 13 Symmetry 3 https://doi.org/10.3390/sym13030515 db/journals/symmetry/symmetry13.html#LiangLZ21

Xingang Wang Cuiling Shao Jiandong Lv Hu Liang Na Li HER2-MCNN: a HER2 classification method based on multi convolution neural network. 261-266 2021 HPCC/DSS/SmartCity/DependSys https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00060 conf/hpcc/2021 db/conf/hpcc/hpcc2021.html#WangSLLL21

Hu Liang Shengrong Zhao Learning regularization and intensity-gradient-based fidelity for single image super resolution. 2020 abs/2003.10689 CoRR https://arxiv.org/abs/2003.10689 db/journals/corr/corr2003.html#abs-2003-10689

Hu Liang Shengrong Zhao Removal of Salt-and-Pepper Noise from Bimodal Images Using a Non-Symmetry and Anti-Packing Model. 84-90 2019 9 J. Medical Imaging Health Informatics 1 https://doi.org/10.1166/jmihi.2019.2544 https://www.wikidata.org/entity/Q127748054 db/journals/jmihi/jmihi9.html#LiangZ19

Hu Liang Shengrong Zhao Salt and Pepper Noise Suppression for Medical Image by Using Non-local Homogenous Information. 189-199 2019 Cognitive Internet of Things https://doi.org/10.1007/978-3-030-04946-1_19 series/sci/810 db/series/sci/sci810.html#LiangZ19

Zehua Lyu Xuping Tu Xiaobing Pei Hu Liang Mudar Sarem Netlet: A simple and versatile network middleware for peer-to-peer application program. 1-14 2017 59 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2017.02.025 db/journals/cee/cee59.html#LyuTPLS17

Hu Liang Shengrong Zhao Chuanbo Chen Mudar Sarem The NAMlet transform: A novel image sparse representation method based on non-symmetry and anti-packing model. 251-263 2017 137 Signal Process. https://doi.org/10.1016/j.sigpro.2017.01.018 db/journals/sigpro/sigpro137.html#LiangZCS17

Jun Shang Chuanbo Chen Xiaobing Pei Hu Liang He Tang 0002 Mudar Sarem A novel local derivative quantized binary pattern for object recognition. 221-233 2017 33 Vis. Comput. 2 https://doi.org/10.1007/s00371-015-1179-7 db/journals/vc/vc33.html#ShangCPLTS17

Chuanbo Chen Hu Liang Shengrong Zhao Zehua Lyu Shaohong Fang Xiaobing Pei Integrating the Missing Information Estimation into Multi-frame Super-Resolution. 1213-1238 2016 35 Circuits Syst. Signal Process. 4 https://doi.org/10.1007/s00034-015-0114-5 db/journals/cssp/cssp35.html#ChenLZLFP16

Jun Shang Chuanbo Chen Hu Liang He Tang Object recognition using rotation invariant local binary pattern of significant bit planes. 662-670 2016 10 IET Image Process. 9 https://doi.org/10.1049/iet-ipr.2016.0058 db/journals/iet-ipr/iet-ipr10.html#ShangCLT16

Shengrong Zhao Hu Liang Mudar Sarem A Generalized Detail-Preserving Super-Resolution method. 156-173 2016 120 Signal Process. https://doi.org/10.1016/j.sigpro.2015.09.006 db/journals/sigpro/sigpro120.html#ZhaoLS16

Jun Shang Chuanbo Chen Xiaobing Pei Hu Liang He Tang 0002 Mudar Sarem Robust image region descriptor using local derivative ordinal binary pattern. 033009 2015 24 J. Electronic Imaging 3 https://doi.org/10.1117/1.JEI.24.3.033009 db/journals/jei/jei24.html#ShangCPLTS15

Chuanbo Chen Hu Liang Shengrong Zhao Zehua Lyu Mudar Sarem A novel multi-image super-resolution reconstruction method using anisotropic fractional order adaptive norm. 1217-1231 2015 31 Vis. Comput. 9 https://doi.org/10.1007/s00371-014-1007-5 db/journals/vc/vc31.html#ChenLZLS15

Xiaodi Yu Hu Liang Fu Tao Li Jin Zhao Kuo SmartNV: Smart Network Virtualization Based on SDN. 483-488 2015 ISICA https://doi.org/10.1007/978-981-10-0356-1_51 conf/isica/2015 db/conf/isica/isica2015.html#YuLTJK15

Chuanbo Chen Hu Liang Shengrong Zhao Zehua Lyu Mudar Sarem A novel reconstruction model for multi-frame super-resolution image based on lmix prior. 142-153 2014 40 Comput. Electr. Eng. 8 https://doi.org/10.1016/j.compeleceng.2014.07.011 db/journals/cee/cee40.html#ChenLZLS14

Jun Shang Chuanbo Chen Hu Liang He Tang 0002 Mudar Sarem A Novel Fragments-based Similarity Measurement Algorithm for Visual Tracking. 2167-2172 2014 9 J. Comput. 9 http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=51&id=570 https://doi.org/10.4304/jcp.9.9.2167-2172 db/journals/jcp/jcp9.html#ShangCLTS14

Chuanbo Chen He Tang 0002 Zehua Lyu Hu Liang Jun Shang Mudar Sarem Saliency modeling via outlier detection. 053023 2014 23 J. Electronic Imaging 5 https://doi.org/10.1117/1.JEI.23.5.053023 db/journals/jei/jei23.html#ChenTLLSS14

Zehua Lyu Shengrong Zhao Shaohong Fang Hu Liang Multi image super resolution reconstruction using a novel degradation model. 287-291 2014 ICAILP https://doi.org/10.1109/ICALIP.2014.7009802 conf/icalip/2014 db/conf/icalip/icalip2014.html#LyuZFL14

Zhi Wang Yuanying Chen Hu Liang Andreas Bender 0002 Robert C. Glen Aixia Yan P-glycoprotein Substrate Models Using Support Vector Machines Based on a Comprehensive Data set. 1447-1456 2011 51 J. Chem. Inf. Model. 6 https://doi.org/10.1021/ci2001583 https://www.wikidata.org/entity/Q33908941 db/journals/jcisd/jcisd51.html#WangCLBGY11

Sun Yuyu Hu Liang Zhao Kuo A study and design of plug-in framework based on .NET component technology. 178-183 2010 CSCWD https://doi.org/10.1109/CSCWD.2010.5471979 conf/cscwd/2010 db/conf/cscwd/cscwd2010.html#YuyuLK10 Chang Xin Pang Huanli Hu Liang Traffic Optimization for Distributed Network Model Base on Petri Nets. 40-45 2010 FCST https://doi.org/10.1109/FCST.2010.29 https://doi.ieeecomputersociety.org/10.1109/FCST.2010.29 conf/fcst/2010 db/conf/fcst/fcst2010.html#XinHL10 Jinqiang Bai Andreas Bender 0002 Chuanbo Chen Xiaoyu Chen Yingjiao Chen Yuanying Chen Daquan Cheng Qingyan Ding Jianhua Dong Wantong Du Shaohong Fang Yushui Geng Robert C. Glen Huijuan Hao Pang Huanli Jianhua Ji Li Jin Zhao Kuo Chunguo Li Na Li Tingshuai Li Chen Liang Xue Lin Bing Liu Qidong Liu 0006 Xiaowei Liu Yuchen Liu Jiandong Lv Zehua Lyu Wanli Min Xiaobing Pei Ran Qiu Jiacheng Qu Mudar Sarem Jun Shang Cuiling Shao Zhexian Shen Yufeng Song He Tang He Tang 0002 Yongwei Tang Fu Tao Xuping Tu Ke Wang Qingxiang Wang Xingang Wang Yingge Wang Zhenhong Wang Zhi Wang Chen Wei 0007 Daisen Wei Xiumei Wei Changchun Wen Lijun Wen Xiaochen Xia Wei Xie 0001 Chang Xin Kui Xu 0001 Lei Xu Aixia Yan Miao Yan Jie Yu Xiaodi Yu Sun Yuyu Dongmei Zhang 0004 Jiahao Zhang Qingmeng Zhang Wenyi Zhang Xuefeng Zhang Yingxian Zhang Jing Zhao Shengrong Zhao Zhibo Zhao Yuanze Zheng Hai Zhong Hehu Zhou Zexin Zhou Jinbo Zhu